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Experiment factorial fraccionat pilot×Experiment factorial fraccionat×
CampDisseny experimentalDisseny experimental
FamíliaProcess / pipelineProcess / pipeline
Any d'origen1950s–1960s (fractional factorial foundation); pilot study integration formalized in 20th century DOE practice1945 (Finney); broader development 1950s–1970s by Box, Hunter
Autor originalBox, Hunter & Hunter (fractional factorial); pilot study concept developed broadly in industrial and clinical experimentationD. J. Finney (formal development); foundations in Ronald Fisher's factorial design work
TipusExperimental screening design (pilot phase)Quantitative experimental design
Font seminalMontgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119492443Box, G. E. P., Hunter, J. S., & Hunter, W. G. (2005). Statistics for Experimenters: Design, Innovation, and Discovery (2nd ed.). Wiley-Interscience. ISBN: 978-0471718130
Àliespilot FFE, screening pilot design, pilot fractional factorial, pilot FF screening studyfractional factorial design, FFD, 2^(k-p) design, fractional replication
Relacionats54
ResumA pilot fractional factorial experiment is a small-scale preliminary study that uses a fractional factorial design — testing only a subset of all possible factor combinations — to screen multiple factors simultaneously before committing to a full-scale investigation. It provides early estimates of effect sizes, variance, and feasibility at substantially reduced cost and participant burden compared to a full factorial pilot or a full-scale trial.A fractional factorial experiment is a resource-efficient experimental design that tests only a carefully chosen fraction of all possible factor-level combinations. By exploiting the principle that high-order interactions are usually negligible, it identifies the main effects and low-order interactions of k factors using far fewer runs than a full factorial design — making it the workhorse of industrial and engineering screening experiments.
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ScholarGateCompara mètodes: Pilot Fractional Factorial Experiment · Fractional Factorial Experiment. Recuperat el 2026-06-19 de https://scholargate.app/ca/compare